Tag Archives: Machine Learning

New! Updated for Winter 2019 with extra content on feature engineering, regularization techniques, and tuning neural networks – as well as Tensorflow 2.0! Machine Learning and artificial intelligence (AI) is everywhere; if you want to know how companies like Google, Amazon, and even Udemy extract meaning and insights from massive data sets, this …

Event-Based Architecture? Covered! Server side rendering with React? Yep. Scalable, production-ready code? Its here! Microservices are the number one solution for building and scaling out apps that are intended to grow. Just one little issue: there are few resources online that delve into the most complex and nasty issues around them! I built this course to fix that. …

You need to have a solid understanding of general networking, including a basic understanding of IP, ARP, and TCP. A system that you can install and run Wireshark on is helpful, but not absolutely required. Description Protocol analysis is a complicated, and often intimidating, subject. Many engineers, even ones with …

Description IELTS Band 7+ Preparation Course IELTS Course Description Do you need a Band 7+? Have you tried repeatedly and not made progress? Do you need an actual guide to Band 7 success? Then our course is just for you as it prepares participants for all parts of the IELTS exam: …

Website Automation Testing For Beginners With Protractor Learn how to automate all the repetitive website testing tasks so that you can relax while the computer does the work. What you’ll learn Learn basic HTML, CSS, and JavaScript skills Build an HTML Website Automate websites Become a QA Automation Engineer Requirements …

Learn how to style awesome websites and web applications for the internet. What you’ll learn Create stylish websites Over 10 lectures Use different units for styling Use media queries for dynamic websites Requirements Basic computer skills HTML skills Description Learn how to style websites. A step by step process is …

Scratch Game Programming For Young Adults A fun guide to programming for kids & teens or adults who want to help kids learn to code. What you’ll learn Program 6 different video games and interactive art projects. Figure out how to experiment with Scratch to continue learning. Share and show …

Introduction To Data Structures & Algorithms In Java Designed to help understand the fundamentals of DS & Algorithms really well. A must have for programming interviews. What you’ll learn Be able to know and implement various data structures and algorithms Be able to write your own algorithms and understand if …

Learn to code and become a Web Developer in 2020 with HTML, CSS, Javascript, React, Node.js, Machine Learning & more! What you’ll learn Skills that will allow you to apply for jobs like: Web Developer, Software Developer, Front End Developer, Javascript Developer, and Full Stack Developer Learn modern technologies that …

Have PHP installed (at least PHP 7.1 is recommended). A code editor or IDE of preference (any of your choice). General knowledge of PHP Basic knowledge of object-oriented programming Install Postman in the system (it will be used to check the operation of the services) Description Implement from scratch a …

Aside from a self-hosted WordPress site, a basic knowledge of WordPress, the ability to think critically and an awareness of the fact that the fastest possible version of your WordPress site is no longer optional for its success, you need not know or do anything special prior to taking this …

JavaScript Game Development: Create Your Own Breakout Game Take your JavaScript learning experience to the next level and start building interactive games. What you’ll learn Build a complete JavaScript game from scratch Understand how HTML, CSS, and JavaScript work together Understand how the element works Requirements A computer and an …

Selenium WebDriver With Java For Beginners Selenium WebDriver with Java and TestNG. Tutorial designed for complete beginners in Selenium testing and automation What you’ll learn Set up test automation framework with Selenium WebDriver Automate your first WebDriver test Execute Selenium tests on different browsers Use TestNG features for better test …

Learn the essentials you’ll need to get started with JavaScript, which is a popular programming language used to make web pages interactive. During this course, your instructor will introduce you to executing basic JavaScript programs. You will discover the basics of the language (syntax, strings, data types), and you will …

You should already be familiar with JavaScript basics Helpful to know beginner jQuery syntax Description In this course you will learn how to scrape data from web pages using CasperJS. This course consists of 5 example projects to help you fully understand the powers of the headless browser using the CasperJS API. What You Will …

Basic coding principles Javascript fundamentals HTML and CSS (CSS not that important) Description Want to learn React.js fundamentals? Are you the person that likes quick learning and straight down to the point? Then this is the course for you! We’ll build a light version of an IMDB style React DB Web Application and dive …

Are you tired of using floats then clearing these floats ? Are you tired of using positioning to achieve the layout you want and then finding out that the everything collapses when you view it on different screen sizes ? do you want an efficient way to create complex layouts …

C# programming Visual Studio 2017 Asp .Net Core Web Api Xamarin Mobile app Development Description How to create your Own Cryptocurrency. This is the complete Cryptocurrency making Course based on blockchain technology using C#.. Here, What You will Learn: > How Miner’s can join the Network How Proof Of Work function Works by …

A C compiler and code editor (both are available free) No knowledge required to start. Your favourite cold drink and focus Description Learn – the mother programming language “the C language” This course on C language will provide you detailed conceptual knowledge about the different features of this computer language. This …

Learn Python – Python Programming For Beginners From Scratch Python is a highly paid programming language and is great for beginners. Learn Python from scratch with free exercises. What you’ll learn Create simple python applications and move on to more advanced courses Requirements A computer and a desire to learn …

NO prior JavaScript knowledge is required Basic web development knowledge is recommended Basic understanding of HTML and CSS helps but is NOT required Description JavaScript is THE most important programming language you need to learn as a web developer – and with this course, you make sure that you will not miss a …

Basic understanding of terminal and command line usage Ability to read basic math equations Description If you’re here, you already know the truth: Machine Learning is the future of everything. In the coming years, there won’t be a single industry in the world untouched by Machine Learning. A transformative force, you can …

Become a complete Data Scientist and Machine Learning engineer! Join a live online community of 180,000+ developers and a course taught by industry experts that have actually worked for large companies in places like Silicon Valley and Toronto. This is a brand new Machine Learning and Data Science course just launched …

Basic knowledge about ReactJS is required ReactJS Hooks knowledge is recommended Basic knowledge about Node, Express and MongoDB is recommended but not a must-have NO expert React knowledge or MERN knowledge is required Description Building fullstack applications (i.e. frontend + backend) with the MERN stack is very popular – in this course, you will learn …

Basic understanding of HTML, CSS, and Javascript Prepare to learn real life skills and build real web apps that will get you hired Completion of “The Complete Web Developer in 2018: Zero to Mastery” is a bonus but not necessary Description Join a live online community of over 140,000+ developers …

Create A Website With Squarespace – The Complete Guide Build Functional and Attractive Websites in Hours Without Any Coding Knowledge using Squarespace. What Will I Learn? Requirements You will need a PC and internet access. Description If you need a website, you need Squarespace. Whether its for business, personal use, …

Microsoft SQL for Beginners A comprehensive course to teach you how to complete SQL queries using Microsoft SQL Server and the T-SQL language. What you’ll learn Requirements I assume you have absolutely NO SQL or database background before taking this course. You will need to have a Windows-based computer to …

Create an amazing website using WordPress and the amazing page builder Elementor! In this tutorial I will show you step by step how to create a website using Elementor. An amazing theme that contains a front end editor that makes creating websites easier and faster than ever before! First I …

The Ultimate Deep Web Guide: Purchase Anything From Markets Become a Deep Web Expert! Learn what you need to purchase anonymously on Markets- Tor, PGP, Bitcoin, Tails, and More! What you’ll learn How to purchase products from the Dark Web. How to use and navigate Tails. How to message using …

What you’ll learn Improve your Data Handling & Analysis skills to an outstanding level. Learn and practice all relevant Pandas Methods and workflows Learn Pandas based on NEW Version 1.0 (the days of versions 0.X are over) Import, clean and merge messy Data and prepare Data for Machine Learning Analyze, …

Do you want to learn how to use Python in a working environment? Are you a young professional interested in a career in Data Science? Would you like to explore how Python can be applied in the world of Finance and solve portfolio optimization problems? If so, then …

Welcome to Cutting-Edge AI! This is technically Deep Learning in Python part 11 of my deep learning series, and my 3rd reinforcement learning course. Deep Reinforcement Learning is actually the combination of 2 topics: Reinforcement Learning and Deep Learning (Neural Networks). While both of these have been around for quite …

Become a Python developer! Join a live online community of over 120,000+ developers and a course taught by an industry expert that has actually worked both in Silicon Valley and Toronto. This is a brand new Python course just launched September 2019! Graduates of Andrei’s courses are now working at Google, …

Description – CONVOLUTIONAL NEURAL NETWORKS This is the 3rd part in my Data Science and Machine Learning series on Deep Learning in Python. At this point, you already know a lot about neural networks and deep learning, including not just the basics like backpropagation, but how to improve it using modern …

Do you want to learn how to use Python in a working environment? Are you a young professional interested in a career in Data Science? Would you like to explore how Python can be applied in the world of Finance and solve portfolio optimization problems? If so, then …

Some prior coding or scripting experience is required Basic Math is good enough Description Machine learning and the world of artificial intelligence (AI) are no longer science fiction. They’re here!Get started with the new breed of software that is able to learn without being explicitly programmed, machine learning can access, …

Description Update: This course has been updated to include 9 projects that will give you a real-world experience with different concepts of Machine Learning. Keep an eye out for more projects that will be added to this course in the future! If you’ve ever wanted Jetsons to be real, well …

Description So you know the theory of Machine Learning and know how to create your first algorithms. Now what? There are tons of courses out there about the underlying theory of Machine Learning which don’t go any deeper – into the applications. This course is not one of them. Are you ready to apply all of the …

END-TO-END MACHINE LEARNING: TIME-SERIES ANALYSIS Post Views: 702 Created by Brandon Rohrer Last updated 4/2018 English English [Auto-generated] What you’ll learn Requirements Some experience with python is helpful, but not required. Description Welcome! In this course, we’ll walk through every step of making your own weather predictor. We’ll find weather …

Description Welcome to the best Natural Language Processing course on the internet! This course is designed to be your complete online resource for learning how to use Natural Language Processing with the Python programming language. In the course we will cover everything you need to learn in order to become …

Familiarity with probability and statistics Understand Gaussian mixture models Be comfortable with Python and Numpy Description The Hidden Markov Model or HMM is all about learning sequences. A lot of the data that would be very useful for us to model is in sequences. Stock prices are sequences of prices. Language is a sequence of words. Credit …

Created by Lazy Programmer Inc.Last updated 10/2018EnglishEnglish [Auto-generated] Know how to code in Python and Numpy Install Numpy and Scipy Description Cluster analysis is a staple of unsupervised machine learning and data science. It is very useful for data mining and big data because it automatically finds patterns in the data, without the need for labels, unlike supervised machine learning. …

APPLIED DEEP LEARNING: BUILD A CHATBOT – THEORY, APPLICATION Post Views: 1,114 Understand the Theory of how Chatbots work and implement them in Python and PyTorch! DEEP LEARNING Created by Fawaz Sammani Last updated 2/2019 English English [Auto-generated] What you’ll learn Requirements Some Basic High School Mathematics Some Basic Programming …

Java 8 is required for the course. Spark does not currently support Java9+, and you need Java 8 for the functional Lambda syntax Previous knowledge of Java is assumed, but anything above the basics is explained Some previous SQL will be useful for part of the course, but if you’ve …

No prior knowledge is required to understand for the Data Science & Machine Learning Course R Software will be used in the course. Installation and use of R will be taught in the course. All Software and data used in the course are free Description Are you planing to build …

SPARK AND PYTHON FOR BIG DATA WITH PYSPARK Post Views: 9,799 Learn how to use Spark with Python, including Spark Streaming, Machine Learning, Spark 2.0 DataFrames and more! BIG DATA What you’ll learn Use Python and Spark together to analyze Big Data Learn how to use the new Spark …

Artificial Intelligence has gained importance in the last decade with a lot depending on the development and integration of AI in our daily lives. The progress that AI has already made is astounding with the self-driving cars, medical diagnosis and even betting humans at strategy games like Go and Chess. …

Become a fullstack web developer in 2019 and learn the most in demand skills! This is one of the fastest growing courses on Udemy and is now one of the HIGHEST RATED developer courses across Udemy with 10,000+ ⭐️⭐️⭐️⭐️⭐️in the last 6 months. Graduates of this course are now working at Google, Amazon, Apple, IBM, …

NEW! Updated in November 2019 for the latest software versions, including use of new tools and open-source packages, and additional feature engineering techniques. ———————————————————————————————————————————————————————————————————- Welcome to Feature Engineering for Machine Learning, the most comprehensive course on feature engineering available online. In this course, you will learn how to engineer features and build …

Become a Python developer! Join a live online community of over 120,000+ developers and a course taught by an industry expert that has actually worked both in Silicon Valley and Toronto. This is a brand new Python course just launched September 2019! Graduates of Andrei’s courses are now working at Google, …

Do you want to learn how to use Python in a working environment? Are you a young professional interested in a career in Data Science? Would you like to explore how Python can be applied in the world of Finance and solve portfolio optimization problems? If so, then …

Description *** As seen on Kickstarter *** Artificial intelligence is growing exponentially. There is no doubt about that. Self-driving cars are clocking up millions of miles, IBM Watson is diagnosing patients better than armies of doctors and Google Deepmind’s AlphaGo beat the World champion at Go – a game where intuition …

END-TO-END MACHINE LEARNING: TIME-SERIES ANALYSIS Post Views: 699 Created by Brandon Rohrer Last updated 4/2018 English English [Auto-generated] What you’ll learn Requirements Some experience with python is helpful, but not required. Description Welcome! In this course, we’ll walk through every step of making your own weather predictor. We’ll find weather …

Created by Lazy Programmer Inc.Last updated 10/2018EnglishEnglish [Auto-generated] Know how to code in Python and Numpy Install Numpy and Scipy Description Cluster analysis is a staple of unsupervised machine learning and data science. It is very useful for data mining and big data because it automatically finds patterns in the data, without the need for labels, unlike supervised machine learning. …

NEW! Updated in November 2019 for the latest software versions, including use of new tools and open-source packages, and additional feature engineering techniques. ———————————————————————————————————————————————————————————————————- Welcome to Feature Engineering for Machine Learning, the most comprehensive course on feature engineering available online. In this course, you will learn how to engineer features and build …